Research on Sustainable Intelligent Drying Wardrobe Design Strategy Based on Importance–Performance Analysis DOI Open Access
Huang Yi, Xiang Li,

Feng Gan

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(23), P. 10610 - 10610

Published: Dec. 3, 2024

Sustainable design concepts are that the United Nations and China have been promoting aim to achieve environmental sustainability, social economic sustainability. In recent years, with rise of intelligent drying wardrobes, more scholars applied concept sustainable theoretical research practices wardrobes. But most them focus on practice a certain functional module, while less end users. This study examines users’ perceptions modules wardrobes through questionnaire. It focuses environmental, social, The also measures satisfaction importance these using IPA. From perspective users, results show sustainability is best option, followed by enterprise point view, high priority in terms user’s needs highlighted. However, response development policy, taken as second important guiding factor for wardrobe modules. paper fills current gap differences prioritizes perception decisions from so provide some reference production.

Language: Английский

Constructing a Sustainable Evaluation Framework for AIGC Technology in Yixing Zisha Pottery: Balancing Heritage Preservation and Innovation DOI Open Access

Pan Song,

Rusmadiah Anwar, Nor Nazida Awang

et al.

Sustainability, Journal Year: 2025, Volume and Issue: 17(3), P. 910 - 910

Published: Jan. 23, 2025

This study develops a sustainable evaluation framework for Yixing Zisha pottery design schemes generated by Artificial Intelligence Generated Content (AIGC) technology, emphasizing the integration of cultural heritage preservation with innovation. As traditional Chinese craft and recognized element intangible (ICH), is celebrated its depth unique techniques. Guided emotional theory, assesses aesthetic, functional, dimensions through hierarchical analysis. Using Delphi method Analytic Hierarchy Process (AHP), primary secondary indicators were identified weighted based on expert consensus. AIGC underpinned advanced AI algorithms, generates culturally authentic yet innovative solutions, striking balance between tradition modernity. The findings reveal that this approach enhances diversity, functionality, efficiency while fostering global awareness. By providing practical guidance integrating technology into craftsmanship, research offers replicable model other crafts contributes to theoretical advancement practices. bridging gap digital innovation preservation, addresses critical need strategies in creative industries.

Language: Английский

Citations

2
AI-Assisted Inheritance of Qinghua Porcelain Cultural Genes and Sustainable Design Using Low-Rank Adaptation and Stable Diffusion DOI Open Access

Qian Bao,

J. Zhao,

Ziqi Liu

et al.

Electronics, Journal Year: 2025, Volume and Issue: 14(4), P. 725 - 725

Published: Feb. 13, 2025

Blue-and-white porcelain, as a representative of traditional Chinese craftsmanship, embodies rich cultural genes and possesses significant research value. Against the backdrop generative AI era, this study aims to optimize creative processes blue-and-white porcelain enhance efficiency accuracy complex artistic innovations. Traditional methods crafting encounter challenges in accurately efficiently constructing intricate patterns. This employs grounded theory conjunction with KANO-AHP hybrid model classify quantify core esthetic features thereby establishing multidimensional feature library its Subsequently, leveraging Stable Diffusion platform utilizing Low-Rank Adaptation (LoRA) technology, artificial intelligence (AIGC)-assisted workflow was proposed, capable restoring innovating enhances precision pattern innovation while maintaining consistency original style. Finally, by integrating principles sustainable design, explores new pathways for digital offering viable solutions contemporary reinvention crafts. The results indicate that AIGC technology effectively facilitates integration modern design approaches. It not only empowers inheritance continuation but also introduces ideas possibilities development craftsmanship.

Language: Английский

Citations

0
Generative Large Model-Driven Methodology for Color Matching and Shape Design in IP Products DOI Creative Commons
Fan Wu, Peng Lu, Shih‐Wen Hsiao

et al.

Entropy, Journal Year: 2025, Volume and Issue: 27(3), P. 319 - 319

Published: March 19, 2025

The rise in generative large models has gradually influenced traditional product design processes, with AI-generated content (AIGC) playing an increasingly significant role. Globally, tourism IP cultural products are crucial for promoting sustainable development. However, there is a lack of practical methodologies incorporating products. Therefore, this study proposes methodology the color matching and shape using multimodal models. process includes four phases, as follows: (1) GPT-4o used to explore visitors’ emotional needs identify target imagery; (2) Midjourney generates options that align imagery, optimal selected through quadratic curvature entropy method based on curves; (3) colored images reflecting representative colors AHP OpenCV; (4) harmony calculations best combination. These alternatives evaluated quantitatively qualitatively color-matching aesthetic measurement formula sensibility questionnaire. effectiveness demonstrated case harbor seal, showing strong correlation between quantitative qualitative evaluations, confirming its design.

Language: Английский

Citations

0
The application and impact of artificial intelligence technology in graphic design: A Critical Interpretive Synthesis DOI Creative Commons

Hong Li,

Tao Xue, Aijia Zhang

et al.

Heliyon, Journal Year: 2024, Volume and Issue: 10(21), P. e40037 - e40037

Published: Nov. 1, 2024

In the field of graphic design, application Artificial Intelligence (AI) is reshaping design process. This study employs Critical Interpretive Synthesis (CIS) approach to explore impacts and challenges AI on design. Through a comprehensive review 33 papers, this research reveals four paradigms in design: Driven Design Automation Generation (AIDAG), Assisted Graphic Image Processing (AGDIP), Art Creative Processes (AACDP), Enhanced Visual Attention Emotional Response Modeling (AVERM). These demonstrate multidimensional role ranging from automation emotional interaction. The findings suggest that serves dual as both tool medium for innovation. not only enhances efficiency process but also fosters designers' creative thinking understanding users' needs. proposes path process, providing effective ideas future workflows.

Language: Английский

Citations

1
Research on Sustainable Intelligent Drying Wardrobe Design Strategy Based on Importance–Performance Analysis DOI Open Access
Huang Yi, Xiang Li,

Feng Gan

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(23), P. 10610 - 10610

Published: Dec. 3, 2024

Sustainable design concepts are that the United Nations and China have been promoting aim to achieve environmental sustainability, social economic sustainability. In recent years, with rise of intelligent drying wardrobes, more scholars applied concept sustainable theoretical research practices wardrobes. But most them focus on practice a certain functional module, while less end users. This study examines users’ perceptions modules wardrobes through questionnaire. It focuses environmental, social, The also measures satisfaction importance these using IPA. From perspective users, results show sustainability is best option, followed by enterprise point view, high priority in terms user’s needs highlighted. However, response development policy, taken as second important guiding factor for wardrobe modules. paper fills current gap differences prioritizes perception decisions from so provide some reference production.

Language: Английский

Citations

0